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 * Copyright (c) 2017-2020, NVIDIA CORPORATION.  All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 *modification, are permitted provided that the following conditions are met:
 *     * Redistributions of source code must retain the above copyright notice,
 *this list of conditions and the following disclaimer.
 *     * Redistributions in binary form must reproduce the above copyright
 *notice, this list of conditions and the following disclaimer in the
 *documentation and/or other materials provided with the distribution.
 *     * Neither the name of the NVIDIA CORPORATION nor the names of its
 *contributors may be used to endorse or promote products derived from this
 *software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
 *AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
 *IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 *DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY DIRECT,
 *INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
 * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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/* \file
   \brief

*/

#include "cutlass/cutlass.h"
#include "cutlass/library/library.h"
#include "cutlass/library/manifest.h"

#include "conv_reference_operation.h"

/////////////////////////////////////////////////////////////////////////////////////////////////

namespace cutlass {
namespace library {

///////////////////////////////////////////////////////////////////////////////////////////////////

void initialize_conv2d_reference_operations(Manifest& manifest) {
    make_conv_all<2, cutlass::half_t, cutlass::layout::TensorNHWC,
                  cutlass::half_t, cutlass::layout::TensorNHWC, cutlass::half_t,
                  cutlass::layout::TensorNHWC, cutlass::half_t,
                  cutlass::half_t>(manifest);

    make_conv_all<2, cutlass::half_t, cutlass::layout::TensorNHWC,
                  cutlass::half_t, cutlass::layout::TensorNHWC, cutlass::half_t,
                  cutlass::layout::TensorNHWC, float, float>(manifest);

    make_conv_all<2, cutlass::half_t, cutlass::layout::TensorNHWC,
                  cutlass::half_t, cutlass::layout::TensorNHWC, float,
                  cutlass::layout::TensorNHWC, float, float>(manifest);

    make_conv_all<2, cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
                  cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
                  cutlass::bfloat16_t, cutlass::layout::TensorNHWC, float,
                  float>(manifest);

    make_conv_all<2, cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
                  cutlass::bfloat16_t, cutlass::layout::TensorNHWC, float,
                  cutlass::layout::TensorNHWC, float, float>(manifest);

    make_conv_all<2, cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
                  cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
                  cutlass::tfloat32_t, cutlass::layout::TensorNHWC, float,
                  float>(manifest);

    make_conv_all<2, cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
                  cutlass::tfloat32_t, cutlass::layout::TensorNHWC, float,
                  cutlass::layout::TensorNHWC, float, float>(manifest);

    make_conv_all<2, float, cutlass::layout::TensorNHWC, float,
                  cutlass::layout::TensorNHWC, float,
                  cutlass::layout::TensorNHWC, float, float>(manifest);

    make_conv_all<2, cutlass::complex<float>, cutlass::layout::TensorNHWC,
                  cutlass::complex<float>, cutlass::layout::TensorNHWC,
                  cutlass::complex<float>, cutlass::layout::TensorNHWC,
                  cutlass::complex<float>, cutlass::complex<float> >(manifest);

    make_conv_fprop<2, int8_t, cutlass::layout::TensorNHWC, int8_t,
                    cutlass::layout::TensorNHWC, int32_t,
                    cutlass::layout::TensorNHWC, int32_t, int32_t,
                    NumericConverterClamp<int32_t, int32_t> >(manifest);

    make_conv_fprop<2, int8_t, cutlass::layout::TensorNHWC, int8_t,
                    cutlass::layout::TensorNHWC, int8_t,
                    cutlass::layout::TensorNHWC, float, int32_t,
                    NumericConverterClamp<int8_t, float> >(manifest);

    make_conv_fprop<2, uint8_t, cutlass::layout::TensorNHWC, uint8_t,
                    cutlass::layout::TensorNHWC, uint8_t,
                    cutlass::layout::TensorNHWC, float, int32_t,
                    NumericConverterClamp<uint8_t, float> >(manifest);

    make_conv_fprop<2, uint8_t, cutlass::layout::TensorNHWC, uint8_t,
                    cutlass::layout::TensorNHWC, int32_t,
                    cutlass::layout::TensorNHWC, int32_t, int32_t,
                    NumericConverterClamp<int32_t, int32_t> >(manifest);

    make_conv_fprop<2, uint8_t, cutlass::layout::TensorNHWC, uint8_t,
                    cutlass::layout::TensorNHWC, int8_t,
                    cutlass::layout::TensorNHWC, float, int32_t,
                    NumericConverterClamp<int8_t, float> >(manifest);

    make_conv_fprop<2, cutlass::int4b_t, cutlass::layout::TensorNHWC,
                    cutlass::int4b_t, cutlass::layout::TensorNHWC, int32_t,
                    cutlass::layout::TensorNHWC, int32_t, int32_t,
                    NumericConverterClamp<int32_t, int32_t> >(manifest);

    make_conv_fprop<2, cutlass::int4b_t, cutlass::layout::TensorNHWC,
                    cutlass::int4b_t, cutlass::layout::TensorNHWC,
                    cutlass::int4b_t, cutlass::layout::TensorNHWC, float,
                    int32_t, NumericConverterClamp<cutlass::int4b_t, float> >(
            manifest);

    make_conv_fprop<2, cutlass::uint4b_t, cutlass::layout::TensorNHWC,
                    cutlass::uint4b_t, cutlass::layout::TensorNHWC, int32_t,
                    cutlass::layout::TensorNHWC, int32_t, int32_t,
                    NumericConverterClamp<int32_t, int32_t> >(manifest);

    make_conv_fprop<2, cutlass::uint4b_t, cutlass::layout::TensorNHWC,
                    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
                    cutlass::uint4b_t, cutlass::layout::TensorNHWC, float,
                    int32_t, NumericConverterClamp<cutlass::uint4b_t, float> >(
            manifest);
}

/////////////////////////////////////////////////////////////////////////////////////////////////

}  // namespace library
}  // namespace cutlass

/////////////////////////////////////////////////////////////////////////////////////////////////
